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Federated and distributed learning applications for electronic health
  records and structured medical data: A scoping review

Federated and distributed learning applications for electronic health records and structured medical data: A scoping review

14 April 2023
Siqi Li
Pinyan Liu
G. G. Nascimento
Xinru Wang
F. Leite
Bibhas Chakraborty
Chuan Hong
Yilin Ning
F. Xie
Zhen Ling Teo
Daniel Ting
Hamed Haddadi
M. Ong
M. A. Peres
Nan Liu
ArXivPDFHTML

Papers citing "Federated and distributed learning applications for electronic health records and structured medical data: A scoping review"

4 / 4 papers shown
Title
FairFML: Fair Federated Machine Learning with a Case Study on Reducing
  Gender Disparities in Cardiac Arrest Outcome Prediction
FairFML: Fair Federated Machine Learning with a Case Study on Reducing Gender Disparities in Cardiac Arrest Outcome Prediction
Siqi Li
Qiming Wu
Xin Li
Di Miao
Chuan Hong
...
Michael Hao Chen
Mengying Yan
Yilin Ning
M. Ong
Nan Liu
31
1
0
07 Oct 2024
Developing Federated Time-to-Event Scores Using Heterogeneous Real-World
  Survival Data
Developing Federated Time-to-Event Scores Using Heterogeneous Real-World Survival Data
Siqi Li
Yuqing Shang
Ziwen Wang
Qiming Wu
Chuan Hong
Yilin Ning
Di Miao
M. Ong
Bibhas Chakraborty
Nan Liu
FedML
21
1
0
08 Mar 2024
A Field Guide to Federated Optimization
A Field Guide to Federated Optimization
Jianyu Wang
Zachary B. Charles
Zheng Xu
Gauri Joshi
H. B. McMahan
...
Mi Zhang
Tong Zhang
Chunxiang Zheng
Chen Zhu
Wennan Zhu
FedML
173
411
0
14 Jul 2021
The Future of Digital Health with Federated Learning
The Future of Digital Health with Federated Learning
Nicola Rieke
Jonny Hancox
Wenqi Li
Fausto Milletari
H. Roth
...
Ronald M. Summers
Andrew Trask
Daguang Xu
Maximilian Baust
M. Jorge Cardoso
OOD
174
1,703
0
18 Mar 2020
1